Uses ROIs from JNeurosci 2013 paper. Subset created using exclusion criteria from new n1601 data freeze

##              nback_func_sc_crusI_r nback_func_sc_crusI_l
## sex1m1                3.429918e-02          1.695306e-01
## fedu1                 3.375413e-01          3.215149e-01
## age                   2.208328e-04          1.184493e-04
## motion                4.012478e-06          1.912961e-08
## sex1m1xfedu1          6.120054e-02          1.782489e-01
##              nback_func_sc_crusII_r nback_func_sc_crusII_l
## sex1m1                 4.243864e-01           3.085207e-01
## fedu1                  7.381759e-02           2.589001e-01
## age                    2.057981e-05           1.939460e-04
## motion                 3.953313e-07           1.414954e-09
## sex1m1xfedu1           2.782837e-01           1.754944e-01
##              nback_func_sc_insula_r nback_func_sc_insula_l
## sex1m1                 6.471601e-02           5.420183e-02
## fedu1                  8.942570e-02           4.951322e-02
## age                    3.145214e-04           4.227239e-03
## motion                 6.557429e-06           3.027694e-08
## sex1m1xfedu1           6.059922e-02           5.840958e-02
##              nback_func_sc_dlpfc_ant_l nback_func_sc_dlpfc_ant_r
## sex1m1                    3.662993e-01              3.680006e-01
## fedu1                     1.166808e-02              6.887672e-03
## age                       1.262779e-05              9.374404e-05
## motion                    2.164256e-04              6.205726e-04
## sex1m1xfedu1              4.332486e-01              2.743133e-01
##              nback_func_sc_dlpfc_post_l nback_func_sc_dlpfc_post_r
## sex1m1                     2.319344e-01               1.547030e-01
## fedu1                      9.332005e-03               2.442937e-01
## age                        3.580904e-05               3.090296e-03
## motion                     3.584621e-07               3.250865e-05
## sex1m1xfedu1               2.961430e-01               1.902236e-01
##              nback_func_sc_dacc nback_func_sc_mfg_l nback_func_sc_mfg_r
## sex1m1             2.423413e-01         0.052203451         0.501461920
## fedu1              6.097158e-02         0.163521655         0.066884751
## age                4.182179e-03         0.005264931         0.004249296
## motion             9.399093e-09         0.003265160         0.031494984
## sex1m1xfedu1       2.772210e-01         0.030213393         0.226153671
##              nback_func_sc_fp_r nback_func_sc_fp_l nback_func_sc_thal_r
## sex1m1             8.817005e-01        0.834336639         2.014287e-01
## fedu1              1.998865e-02        0.009093797         4.271593e-01
## age                1.622674e-01        0.097790699         4.746071e-04
## motion             7.219769e-05        0.003781920         3.303826e-07
## sex1m1xfedu1       9.066645e-01        0.717730468         2.655089e-01
##              nback_func_sc_thal_l nback_func_sc_parietal_l
## sex1m1               2.527426e-01             2.755778e-01
## fedu1                2.384719e-01             6.128634e-03
## age                  3.677014e-02             5.628147e-08
## motion               2.506743e-06             2.850142e-08
## sex1m1xfedu1         3.387446e-01             2.192844e-01
##              nback_func_sc_precun_l nback_func_sc_precun_r
## sex1m1                 6.565351e-01           5.628628e-01
## fedu1                  1.774268e-04           1.018834e-03
## age                    2.196197e-01           2.433430e-01
## motion                 1.463456e-08           3.021301e-08
## sex1m1xfedu1           3.078282e-01           1.139145e-01
##              nback_func_sc_parietal_r nback_func_sc_hipp_l
## sex1m1                   6.477879e-01            0.7138727
## fedu1                    3.079284e-02            0.5791662
## age                      3.966378e-05            0.6644742
## motion                   7.014565e-05            0.0551458
## sex1m1xfedu1             4.074527e-01            0.7147425
##              nback_func_sc_hipp_r nback_func_sc_temporal_r
## sex1m1                  0.1190117                0.1865321
## fedu1                   0.1569364                0.1106877
## age                     0.7361922                0.9991492
## motion                  0.7962157                0.1737508
## sex1m1xfedu1            0.1200156                0.2428716
##              nback_func_sc_temporal_l nback_func_sc_vmpfc
## sex1m1                     0.76101174           0.7396374
## fedu1                      0.18274763           0.1525133
## age                        0.66578374           0.1407991
## motion                     0.09687716           0.3919517
## sex1m1xfedu1               0.90498992           0.7946389
##              nback_func_sc_pcc
## sex1m1               0.9934363
## fedu1                0.4844221
## age                  0.2346032
## motion               0.7912547
## sex1m1xfedu1         0.8970947
##              nback_func_sc_crusI_r nback_func_sc_crusI_l
## sex1m1                -0.265360794          -0.165895845
## fedu1                  0.005830798           0.005809317
## age                    0.013660268           0.013723863
## motion                -0.794812876          -0.936014845
## sex1m1xfedu1           0.016379425           0.011347582
##              nback_func_sc_crusII_r nback_func_sc_crusII_l
## sex1m1                  -0.12686328           -0.164400085
## fedu1                    0.01378806            0.008846728
## age                      0.01998784            0.017761991
## motion                  -1.10952637           -1.349856690
## sex1m1xfedu1             0.01202017            0.015269727
##              nback_func_sc_insula_r nback_func_sc_insula_l
## sex1m1                 -0.216110130           -0.223167258
## fedu1                   0.009642835            0.011050769
## age                     0.012434560            0.009769995
## motion                 -0.725098365           -0.885105188
## sex1m1xfedu1            0.015323908            0.015313403
##              nback_func_sc_dlpfc_ant_l nback_func_sc_dlpfc_ant_r
## sex1m1                    -0.123607184               -0.12353010
## fedu1                      0.016769880                0.01802485
## age                        0.017659884                0.01583041
## motion                    -0.695206037               -0.64480841
## sex1m1xfedu1               0.007483797                0.01047196
##              nback_func_sc_dlpfc_post_l nback_func_sc_dlpfc_post_r
## sex1m1                     -0.142207915               -0.201305845
## fedu1                       0.015029180                0.007992321
## age                         0.014524946                0.012337080
## motion                     -0.834064305               -0.807839530
## sex1m1xfedu1                0.008674816                0.012933073
##              nback_func_sc_dacc nback_func_sc_mfg_l nback_func_sc_mfg_r
## sex1m1             -0.136445271        -0.232081941        -0.071939345
## fedu1               0.010618492         0.008080344         0.009524897
## age                 0.009853519         0.009826549         0.009022037
## motion             -0.924529311        -0.482106899        -0.315526750
## sex1m1xfedu1        0.008851224         0.018088378         0.009043875
##              nback_func_sc_fp_r nback_func_sc_fp_l nback_func_sc_thal_r
## sex1m1              0.023031173       -0.033246326         -0.143016817
## fedu1               0.017498486        0.020158053          0.004313525
## age                 0.006368379        0.007751042          0.011543756
## motion             -0.844342464       -0.631644884         -0.787274203
## sex1m1xfedu1        0.001266618        0.004011282          0.008700373
##              nback_func_sc_thal_l nback_func_sc_parietal_l
## sex1m1               -0.130348751              -0.12790040
## fedu1                 0.006520739               0.01562838
## age                   0.007009866               0.01887547
## motion               -0.738406116              -0.89798690
## sex1m1xfedu1          0.007609823               0.01005961
##              nback_func_sc_precun_l nback_func_sc_precun_r
## sex1m1                 -0.071163884           -0.110184918
## fedu1                   0.029215928            0.030441101
## age                     0.005783228            0.006540504
## motion                 -1.251157607           -1.455367397
## sex1m1xfedu1            0.011393621            0.021024904
##              nback_func_sc_parietal_r nback_func_sc_hipp_l
## sex1m1                   -0.059635877         -0.040469245
## fedu1                     0.013698203         -0.002971083
## age                       0.015851541          0.001408993
## motion                   -0.713393354         -0.290103355
## sex1m1xfedu1              0.007549196          0.002815887
##              nback_func_sc_hipp_r nback_func_sc_temporal_r
## sex1m1               -0.217081401            -1.858862e-01
## fedu1                -0.009565283            -1.089686e-02
## age                  -0.001379948            -4.414732e-06
## motion                0.049217716            -2.621444e-01
## sex1m1xfedu1          0.015111764             1.147073e-02
##              nback_func_sc_temporal_l nback_func_sc_vmpfc
## sex1m1                   -0.042373331        -0.051913657
## fedu1                    -0.009012496        -0.010852091
## age                       0.001771105        -0.006774538
## motion                   -0.316935580         0.183157347
## sex1m1xfedu1              0.001160716         0.002838155
##              nback_func_sc_pcc
## sex1m1             0.001062983
## fedu1             -0.004385536
## age               -0.004521656
## motion            -0.046836007
## sex1m1xfedu1       0.001166526

##              nback_func_sc_crusI_r nback_func_sc_crusI_l
## sex1m1                2.201271e-01          4.600157e-01
## medu1                 4.383205e-01          1.425679e-01
## age                   1.527995e-04          6.752094e-05
## motion                4.970306e-06          3.275083e-08
## sex1m1xmedu1          3.112487e-01          4.791152e-01
##              nback_func_sc_crusII_r nback_func_sc_crusII_l
## sex1m1                 8.751081e-01           6.497479e-01
## medu1                  1.597562e-02           1.788365e-01
## age                    9.159484e-06           1.179253e-04
## motion                 8.972381e-07           2.422542e-09
## sex1m1xmedu1           9.364047e-01           4.592023e-01
##              nback_func_sc_insula_r nback_func_sc_insula_l
## sex1m1                 8.294983e-01           8.208238e-01
## medu1                  7.506462e-03           5.947693e-04
## age                    1.405585e-04           1.758151e-03
## motion                 1.599376e-05           1.169587e-07
## sex1m1xmedu1           8.324541e-01           7.788619e-01
##              nback_func_sc_dlpfc_ant_l nback_func_sc_dlpfc_ant_r
## sex1m1                    6.117132e-01              7.810102e-01
## medu1                     8.039484e-03              2.205414e-02
## age                       6.102137e-06              5.274274e-05
## motion                    4.305481e-04              1.043243e-03
## sex1m1xmedu1              5.376803e-01              9.115090e-01
##              nback_func_sc_dlpfc_post_l nback_func_sc_dlpfc_post_r
## sex1m1                     9.494377e-01               0.6369844756
## medu1                      2.173460e-03               0.1995049080
## age                        1.407672e-05               0.0021409806
## motion                     1.005393e-06               0.0000466626
## sex1m1xmedu1               9.416873e-01               0.7124168670
##              nback_func_sc_dacc nback_func_sc_mfg_l nback_func_sc_mfg_r
## sex1m1             4.144165e-01         0.898303328         0.116722486
## medu1              5.435280e-03         0.013038878         0.003990456
## age                2.261524e-03         0.002702527         0.002252968
## motion             3.180821e-08         0.005562701         0.051595216
## sex1m1xmedu1       3.646200e-01         0.965405206         0.258968279
##              nback_func_sc_fp_r nback_func_sc_fp_l nback_func_sc_thal_r
## sex1m1              0.858928442        0.620699363         9.708920e-01
## medu1               0.019557017        0.001591276         1.244900e-01
## age                 0.119175545        0.061993338         2.973582e-04
## motion              0.000122136        0.006927378         6.125655e-07
## sex1m1xmedu1        0.677615175        0.713203923         9.045558e-01
##              nback_func_sc_thal_l nback_func_sc_parietal_l
## sex1m1               8.347353e-01             7.484466e-01
## medu1                6.648909e-02             3.984860e-03
## age                  2.606998e-02             1.843133e-08
## motion               4.856430e-06             7.837964e-08
## sex1m1xmedu1         7.011425e-01             6.607554e-01
##              nback_func_sc_precun_l nback_func_sc_precun_r
## sex1m1                 7.928864e-01           8.879973e-01
## medu1                  1.544292e-04           8.021800e-03
## age                    1.344071e-01           1.694994e-01
## motion                 5.681549e-08           8.143364e-08
## sex1m1xmedu1           8.144744e-01           4.688871e-01
##              nback_func_sc_parietal_r nback_func_sc_hipp_l
## sex1m1                   9.373576e-01           0.46425183
## medu1                    6.202158e-02           0.59808917
## age                      2.272593e-05           0.67422749
## motion                   1.092596e-04           0.05094687
## sex1m1xmedu1             6.866823e-01           0.46429558
##              nback_func_sc_hipp_r nback_func_sc_temporal_r
## sex1m1                  0.2055230               0.05332515
## medu1                   0.2889834               0.08535915
## age                     0.7323224               0.95640610
## motion                  0.8569432               0.13719188
## sex1m1xmedu1            0.2103745               0.07159823
##              nback_func_sc_temporal_l nback_func_sc_vmpfc
## sex1m1                     0.52993981           0.3342073
## medu1                      0.28300285           0.1304531
## age                        0.70866121           0.1216921
## motion                     0.08704559           0.4509029
## sex1m1xmedu1               0.64168107           0.3652526
##              nback_func_sc_pcc
## sex1m1               0.5433294
## medu1                0.2131181
## age                  0.2086554
## motion               0.7217083
## sex1m1xmedu1         0.4626157
##              nback_func_sc_crusI_r nback_func_sc_crusI_l
## sex1m1                -0.178589713          -0.103348203
## medu1                  0.005207079           0.009467198
## age                    0.014081799           0.014241674
## motion                -0.793210054          -0.924357442
## sex1m1xmedu1           0.010017862           0.006725280
##              nback_func_sc_crusII_r nback_func_sc_crusII_l
## sex1m1                 0.0289299779           -0.085001051
## medu1                  0.0204909154            0.011614699
## age                    0.0208836753            0.018410979
## motion                -1.0798328016           -1.337250446
## sex1m1xmedu1           0.0009976962            0.009412577
##              nback_func_sc_insula_r nback_func_sc_insula_l
## sex1m1                  0.029272299            0.030439415
## medu1                   0.016796160            0.021354314
## age                     0.013219592            0.010727706
## motion                 -0.699398895           -0.851094218
## sex1m1xmedu1           -0.001953581           -0.002563808
##              nback_func_sc_dlpfc_ant_l nback_func_sc_dlpfc_ant_r
## sex1m1                     0.080759015               0.044483218
## medu1                      0.019486334               0.016923172
## age                        0.018405395               0.016532809
## motion                    -0.666900965              -0.624426297
## sex1m1xmedu1              -0.006661199              -0.001208032
##              nback_func_sc_dlpfc_post_l nback_func_sc_dlpfc_post_r
## sex1m1                    -0.0087548353               -0.077465163
## medu1                      0.0195708907                0.009720097
## age                        0.0153312595                0.012856283
## motion                    -0.8062262660               -0.796631378
## sex1m1xmedu1              -0.0006860667                0.004110412
##              nback_func_sc_dacc nback_func_sc_mfg_l nback_func_sc_mfg_r
## sex1m1              0.110529250        0.0177513660         0.195009902
## medu1               0.017400586        0.0159337566         0.016535866
## age                 0.010548810        0.0106287896         0.009682608
## motion             -0.895738862       -0.4580255659        -0.287375473
## sex1m1xmedu1       -0.008341144        0.0004092374        -0.009530475
##              nback_func_sc_fp_r nback_func_sc_fp_l nback_func_sc_thal_r
## sex1m1             -0.031825587        0.091092929         -0.004732773
## medu1               0.019313759        0.026879895          0.009198326
## age                 0.007106708        0.008752254          0.011981654
## motion             -0.819593084       -0.591134166         -0.772557799
## sex1m1xmedu1        0.005057040       -0.004596228         -0.001056534
##              nback_func_sc_thal_l nback_func_sc_parietal_l
## sex1m1                0.027559377              -0.04370204
## medu1                 0.011193493               0.01813992
## age                   0.007491172               0.01966544
## motion               -0.720436613              -0.87496229
## sex1m1xmedu1         -0.003444018               0.00406303
##              nback_func_sc_precun_l nback_func_sc_precun_r
## sex1m1                  0.048889369            0.031357306
## medu1                   0.032618448            0.027280326
## age                     0.007099041            0.007789823
## motion                 -1.208539787           -1.427678268
## sex1m1xmedu1            0.002968233            0.010956406
##              nback_func_sc_parietal_r nback_func_sc_hipp_l
## sex1m1                   -0.011915251         -0.093529298
## medu1                     0.013064832         -0.003108099
## age                       0.016419823          0.001367361
## motion                   -0.698917281         -0.296385823
## sex1m1xmedu1              0.004154559          0.006353179
##              nback_func_sc_hipp_r nback_func_sc_temporal_r
## sex1m1               -0.204173204            -0.3148281360
## medu1                -0.007889425            -0.0129307351
## age                  -0.001403729            -0.0002265201
## motion                0.034503453            -0.2874063686
## sex1m1xmedu1          0.013722943             0.0199394397
##              nback_func_sc_temporal_l nback_func_sc_vmpfc
## sex1m1                   -0.101411300        -0.174761850
## medu1                    -0.007999247        -0.012631925
## age                       0.001535649        -0.007132579
## motion                   -0.328214043         0.161969758
## sex1m1xmedu1              0.005103944         0.011130934
##              nback_func_sc_pcc
## sex1m1            -0.090905302
## medu1             -0.008594352
## age               -0.004788311
## motion            -0.063243308
## sex1m1xmedu1       0.007463826